The optimal noise in noise-contrastive learning is not what you think.
Omar ChehabAlexandre GramfortAapo HyvärinenPublished in: UAI (2022)
Keyphrases
- learning algorithm
- random noise
- noisy data
- learning process
- signal to noise ratio
- learning tasks
- learning analytics
- noise tolerant
- missing data
- learning problems
- learning systems
- unsupervised learning
- noise free
- noise model
- image noise
- noise sensitivity
- low signal to noise ratio
- additive noise
- learning scheme
- online learning
- input data
- knowledge base